{"id":"W2422706668","doi":"","title":"The \"con\" side.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004164275,0.00004090889,0.00005056401,0.000004813501,0.002095637,0.00004149826,0.0001887339,0.00002871979,0.00003203207],"category_scores_gemma":[0.000133933,0.00002245447,0.00005136569,0.00008109722,0.0003524678,0.0000829695,0.00006249442,0.00004935283,0.00005221698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000933,"about_ca_system_score_gemma":0.000009728966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208928,"about_ca_topic_score_gemma":0.007208366,"domain_scores_codex":[0.9993557,0.00006888111,0.00007155501,0.00007055194,0.0001315498,0.0003017623],"domain_scores_gemma":[0.9997635,0.00005458486,0.00002696826,0.00005158624,0.00004785987,0.00005545057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001841436,0.00002167533,0.00255262,0.000001056969,0.00004137727,0.000003714942,0.1129759,1.372555e-8,6.656477e-7,0.5904414,0.01237756,0.2815657],"study_design_scores_gemma":[0.00004813511,0.000005256229,0.4302241,7.639327e-7,0.00000708485,1.659958e-7,0.0364737,7.864411e-8,0.00002148792,0.04480445,0.4883362,0.00007860577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03818342,0.0001884049,8.554134e-7,0.004688952,0.0006462458,0.0002357019,6.106599e-7,0.00005206798,0.9560037],"genre_scores_gemma":[0.9637183,0.000134397,0.000006907577,0.0001298539,0.0003364019,0.0003876493,1.319024e-7,0.000002156962,0.03528423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9255348,"threshold_uncertainty_score":0.9992035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09168949113152969,"score_gpt":0.2784779856416045,"score_spread":0.1867884945100748,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}